Distributed TensorFlow and Cloud Deep Learning

In this chapter, we will discuss using distributed TensorFlow and Cloud deep learning. We will present a number of recipes for:

  • Working with TensorFlow and GPUs
  • Playing with Distributed TensorFlow: multiple GPUs and one CPU
  • Playing with Distributed TensorFlow: multiple servers
  • Training a Distributed TensorFlow MNIST classifier
  •  Working with TensorFlow Serving and Docker
  • Running Distributed TensorFlow on Google Cloud (GCP) with Compute Engine
  • Running Distributed TensorFlow on Google CloudML
  • Running Distributed TensorFlow on Microsoft Azure
  • Running Distributed TensorFlow on Amazon AWS
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